// Copyright © 2024 Mikhail Hogrefe // // This file is part of Malachite. // // Malachite is free software: you can redistribute it and/or modify it under the terms of the GNU // Lesser General Public License (LGPL) as published by the Free Software Foundation; either version // 3 of the License, or (at your option) any later version. See . use malachite_base::num::basic::unsigneds::PrimitiveUnsigned; use malachite_base::num::float::NiceFloat; use malachite_base::num::random::geometric::geometric_random_unsigned_range; use malachite_base::random::EXAMPLE_SEED; use malachite_base::test_util::stats::moments::{ truncated_geometric_dist_assertions, CheckedToF64, MomentStats, }; use std::panic::catch_unwind; fn geometric_random_unsigned_range_helper( a: T, b: T, um_numerator: u64, um_denominator: u64, expected_values: &[T], expected_common_values: &[(T, usize)], expected_pop_median: (T, Option), expected_sample_median: (T, Option), expected_pop_moment_stats: MomentStats, expected_sample_moment_stats: MomentStats, ) { truncated_geometric_dist_assertions( geometric_random_unsigned_range::(EXAMPLE_SEED, a, b, um_numerator, um_denominator), a, b - T::ONE, um_numerator, um_denominator, expected_values, expected_common_values, expected_pop_median, expected_sample_median, expected_pop_moment_stats, expected_sample_moment_stats, ); } #[test] fn test_geometric_random_unsigned_range() { // u8, 5, 6, um = 10 (um is irrelevant here) let values = &[5; 20]; let common_values = &[(5, 1000000)]; let pop_median = (5, None); let sample_median = (5, None); let pop_moment_stats = MomentStats { mean: NiceFloat(5.0), standard_deviation: NiceFloat(0.0), skewness: NiceFloat(f64::NAN), excess_kurtosis: NiceFloat(f64::NAN), }; let sample_moment_stats = MomentStats { mean: NiceFloat(5.0), standard_deviation: NiceFloat(0.0), skewness: NiceFloat(f64::NAN), excess_kurtosis: NiceFloat(f64::NAN), }; geometric_random_unsigned_range_helper::( 5, 6, 10, 1, values, common_values, pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); // u16, 1, 7, um = 3 let values = &[2, 5, 2, 3, 4, 2, 5, 6, 1, 2, 4, 3, 3, 2, 4, 2, 5, 1, 5, 4]; let common_values = &[(1, 365286), (2, 243368), (3, 162008), (4, 108422), (5, 72522), (6, 48394)]; let pop_median = (2, None); let sample_median = (2, None); let pop_moment_stats = MomentStats { mean: NiceFloat(2.4225563909774435), standard_deviation: NiceFloat(1.4838791137635392), skewness: NiceFloat(0.8646161570662343), excess_kurtosis: NiceFloat(-0.2650814667635877), }; let sample_moment_stats = MomentStats { mean: NiceFloat(2.4247080000000336), standard_deviation: NiceFloat(1.4858025852532333), skewness: NiceFloat(0.8627980859656847), excess_kurtosis: NiceFloat(-0.27185507049284263), }; geometric_random_unsigned_range_helper::( 1, 7, 3, 1, values, common_values, pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); // u32, 10, 20, um = 30 let values = &[18, 13, 12, 14, 11, 14, 16, 12, 12, 12, 11, 11, 12, 16, 10, 12, 13, 17, 19, 18]; let common_values = &[ (10, 123089), (11, 117792), (12, 111339), (13, 106927), (14, 102009), (15, 96319), (16, 92170), (17, 86830), (18, 83895), (19, 79630), ]; let pop_median = (14, None); let sample_median = (14, None); let pop_moment_stats = MomentStats { mean: NiceFloat(14.099085006908673), standard_deviation: NiceFloat(2.8551273967321666), skewness: NiceFloat(0.17141556508548922), excess_kurtosis: NiceFloat(-1.1843121480092598), }; let sample_moment_stats = MomentStats { mean: NiceFloat(14.099542000000508), standard_deviation: NiceFloat(2.8550785526337443), skewness: NiceFloat(0.17230969046968866), excess_kurtosis: NiceFloat(-1.183362703825652), }; geometric_random_unsigned_range_helper::( 10, 20, 30, 1, values, common_values, pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); // u8, 0, u8::MAX, um = 1 let values = &[1, 0, 0, 3, 4, 4, 1, 0, 0, 1, 0, 0, 2, 2, 0, 0, 1, 0, 3, 1]; let common_values = &[ (0, 500085), (1, 249510), (2, 125328), (3, 62428), (4, 31280), (5, 15676), (6, 7853), (7, 3994), (8, 1932), (9, 942), ]; let pop_median = (0, Some(1)); let sample_median = (0, None); let pop_moment_stats = MomentStats { mean: NiceFloat(1.0), standard_deviation: NiceFloat(std::f64::consts::SQRT_2), skewness: NiceFloat(2.1213203435596424), excess_kurtosis: NiceFloat(6.5), }; let sample_moment_stats = MomentStats { mean: NiceFloat(1.0006159999999573), standard_deviation: NiceFloat(1.414547850547892), skewness: NiceFloat(2.1140569440125403), excess_kurtosis: NiceFloat(6.4341815215340805), }; geometric_random_unsigned_range_helper::( 0, u8::MAX, 1, 1, values, common_values, pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); } fn geometric_random_unsigned_range_fail_helper() { assert_panic!(geometric_random_unsigned_range::( EXAMPLE_SEED, T::ONE, T::ONE, 1, 1 )); assert_panic!(geometric_random_unsigned_range::( EXAMPLE_SEED, T::ONE, T::ZERO, 1, 1 )); assert_panic!(geometric_random_unsigned_range::( EXAMPLE_SEED, T::ZERO, T::exact_from(10), 1, 0 )); assert_panic!(geometric_random_unsigned_range::( EXAMPLE_SEED, T::ONE, T::exact_from(10), 9, 10 )); assert_panic!(geometric_random_unsigned_range::( EXAMPLE_SEED, T::ZERO, T::exact_from(10), u64::MAX, u64::MAX - 1 )); } #[test] fn geometric_random_unsigned_range_fail() { apply_fn_to_unsigneds!(geometric_random_unsigned_range_fail_helper); }